Mohamed A.

Mohamed A. Email and Phone Number

Tech Lead – AI and Conversational Platforms @ DOO
Bahrain
Mohamed A.'s Location
Bahrain, Bahrain
About Mohamed A.

I am a highly motivated, lifelong learner with minimal supervision needs and exceptional analytical skills. With 10 years of experience in digital marketing, social media, and graphic design, I have worked with a wide range of companies, from tech startups to large banks, retail and real estate companies. Over the past two years, I made the choice to pursue a new challenge that would better align with my strengths and interest in critical thinking - computer programming and machine learning. I have thoroughly enjoyed this new journey and am excited to continue growing in this field.

Mohamed A.'s Current Company Details
DOO

Doo

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Tech Lead – AI and Conversational Platforms
Bahrain
Mohamed A. Work Experience Details
  • Doo
    Tech Lead – Ai And Conversational Platforms
    Doo
    Bahrain
  • Freelance (Self Employed)
    Ai & Machine Learning Engineer
    Freelance (Self Employed) Aug 2023 - Present
    Bahrain
    Developed an advanced AI chatbot using OpenAI’s GPT-3.5 Turbo model, fine-tuned with real conversations from feehla.com to optimize response accuracy and user interaction. This chatbot is adept at handling a comprehensive range of e-commerce inquiries, from product information and availability to order placement and tracking, making it a versatile tool for enhancing user experience and engagement in e-commerce settings.Responsibilities:- Developed and fine-tuned a series of automated functions, including search_products and get_product_details, with advanced search parameters, filtering mechanisms, and integrated embeddings for precise product search.- Implemented a hybrid approach using a combination of fine-tuning, chain of thoughts reasoning, and chaining prompts. This innovative method enables the bot to accurately address a diverse range of e-commerce inquiries, including making orders, inquiring about order status and tracking, providing general product information and recommendations, handling complaints, and explaining delivery policies.- Integrated intelligent mechanisms allowing the chatbot to discern and respond coherently to various user inquiries about products, orders, and policies.- Leveraged the extensive knowledge base and retrieved product information to provide comprehensive support for all types of user queries.- Deployed the chatbot on WhatsApp using the WhatsApp Business Cloud API, enhancing accessibility and user interaction on a global messaging platform.Technical Stack:- Programming Languages: JavaScript (Node.js)- Technologies/Tools: OpenAI GPT-3.5 Turbo, Elasticsearch (for product search), WhatsApp Business Cloud API (for chatbot integration)
  • Freelance (Self Employed)
    Ai & Machine Learning Engineer
    Freelance (Self Employed) Jul 2023 - Present
    Bahrain
    Recommender System for an ecommerce app in BahrainResponsibilities:Transformed raw user clicks into structured sparse matrices for efficient computational processing.Developed and refined models using the Implicit library and ALS algorithm.Executed extensive data preprocessing and normalization to enhance the reliability of product recommendations.Achievements:Delivered personalized and relevant product recommendations, enhancing user experience and satisfaction.Offered a scalable and efficient solution capable of accommodating an extensive assortment of unique items.Technologies: Python, Implicit Library, Collaborative Filtering, ALS Algorithm, MinMaxScaler
  • Freelance
    Freelance Fullstack Web/App Developer
    Freelance Aug 2022 - Present
    As a freelance Full Stack Developer and React Native Mobile App Developer, I specialize in creating intuitive, responsive, and scalable applications, websites, and mobile apps for a diverse range of clients. I have had the privilege of working with prestigious organizations such as Bapco and the Ministry of Municipalities Affairs and Agriculture, among others.My expertise lies in developing tailored solutions that cater to clients' unique requirements, using the latest web and mobile technologies and best practices. I have a strong background in both front-end and back-end development, with proficiency in technologies such as HTML, CSS, JavaScript, Node.js, React, React Native, and database management systems.I am passionate about delivering high-quality, reliable, and maintainable code while maintaining a strong focus on user experience and accessibility. As a dedicated problem solver, I consistently work to ensure the solutions I develop not only meet but exceed clients' expectations.
  • Feehla.Com
    Full-Stack Developer
    Feehla.Com Sep 2018 - Present
    Bahrain
    As the Full-Stack Developer at our fast-paced online marketplace start-up, I am responsible for designing, developing, and maintaining both the front-end and back-end of our website, mobile app, and dashboard. My key responsibilities include:Designing, developing, and maintaining the front-end and back-end of our website, mobile app, and dashboard.Automating content creation by integrating with vendors point of sales systems or scraping their websites.Automating image grabbing from product title by connecting with Azure API.Automating product categorization from product title using OpenAI API.Programming Elasticsearch for forgiving and relevant website search and auto-injected synonyms to help with search using OpenAI API.Connecting the website to Google Maps to get the user location and address.Connecting the website to Credimax`s and Sadad`s API for online payments, ensuring secure and seamless transactions for our users.Integrating the website with Google Shopping to automatically sync products, streamlining the product management process and providing up-to-date product information to users.Design and revise the front end to ensure a seamless user experience.Continuously testing and optimizing the website and app for performance and scalability.Troubleshooting and debugging any issues that arise with the website and app.Working closely with the rest of the development team to ensure that all code is maintainable and scalable.I have a strong experience with web development technologies such as HTML, CSS, JavaScript, ReactJS and React Native for iOS and Android. I also have experience in back-end development with technologies such as NodeJS, MySql Experience with dashboard development, Elasticsearch, Git, and understanding of web and mobile performance optimization techniques. I also have experience in automating front-end and back-end processes using APIs and scraping techniques.
  • 9 Dots
    Digital Marketing
    9 Dots Sep 2011 - Sep 2018
    Bahrain
    Before transitioning into Full Stack Development, I spent 10 years honing my skills in digital marketing, social media management, and multimedia design. Throughout my career in this field, I worked with a variety of clients, including renowned brands such as Bin Faqeeh, Batelco, Credimax, BBK, Nazih, and Toyota Lexus. I was responsible for developing and executing successful online marketing campaigns, managing their social media presence, and creating visually appealing designs for their brand identity.In addition to web graphics, my multimedia design expertise spans across 3D design, animation, photography, and videography. This diverse skill set allowed me to provide a comprehensive range of creative solutions to clients, enhancing their brand visibility and customer engagement.Key accomplishments in this role include:Developing and implementing digital marketing strategies for clients like Bin Faqeeh, Batelco, and Credimax that led to significant increases in web traffic, conversion rates, and overall brand awareness.Managing and growing social media accounts for clients such as BBK and Nazih, resulting in increased engagement, followers, and overall online presence.Creating visually compelling designs for a range of marketing materials, including website graphics, 3D designs, animations, photographs, and videos for clients like Toyota Lexus.This diverse background has provided me with a strong foundation in understanding users' needs, design principles, and effective online communication strategies, which I continue to apply in my work as a Full Stack Developer.

Mohamed A. Education Details

Frequently Asked Questions about Mohamed A.

What company does Mohamed A. work for?

Mohamed A. works for Doo

What is Mohamed A.'s role at the current company?

Mohamed A.'s current role is Tech Lead – AI and Conversational Platforms.

What schools did Mohamed A. attend?

Mohamed A. attended Udemy, Udemy, Udemy, Udemy, Udemy, Udemy, Uob, University Of Minnesota, Deeplearning.ai, University Of Minnesota, University Of Glasgow.

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